Bake shortbread rounds until tops are dry and bottoms are golden brown, about 20 minutes. Transfer shortbread rounds to rack and cool completely. DO AHEAD: Shortbread rounds can be made 1 week ahead. Store rounds in airtight container at room temperature, or freeze up to 1 month.